Discover Awesome MCP Servers

Jira MCP Server

Enables comprehensive interaction with self-hosted Jira instances using Personal Access Token authentication, supporting issue management, JQL searches, comments, transitions, projects, and custom fields through 27 specialized tools.

pernosco-mcp

MCP server that connects AI coding agents to Pernosco debugging sessions for querying execution traces, inspecting variables, navigating call stacks, and tracing value histories through natural language.

openai-responses-mcp

Lightweight MCP server using OpenAI Responses API with built-in web search, enabling AI assistants to answer questions with citations and search results.

golf-reports

Pulls golf data from Arccos, GHIN, and 18Birdies, and generates interactive HTML and PDF round reports with shot maps and stats via local MCP tools.

Git Code Review MCP

Enables AI assistants to perform code reviews by providing access to staged files, git diffs, and repository file content. It allows users to evaluate changes and context within any local git repository before committing or pushing.

RePythonNET-MCP

Enables static analysis and patching of .NET binaries through decompilation, IL analysis, renaming, and IL patching over the Model Context Protocol.

Google Drive MCP Server

Enables searching, reading, and commenting on Google Drive documents through secure OAuth2 authentication, with support for creating styled notes directly in document content.

stdout-mcp-server

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Cortex MCP Server

Cortex MCP provides AI agents with long-term portfolio memory by transforming project history and developer decisions into a structured, queryable knowledge graph. It enables assistants to maintain context across different repositories by exposing historical patterns, architectural decisions, and technology preferences through the Model Context Protocol.

whatsapp-mcp-server

Connects AI assistants to the official Meta WhatsApp Cloud API for managing conversations and sending various message types through natural language. It provides tools for media management, template messages, and real-time webhook processing without the risk of account bans.

HubSpot MCP Server

Enables interaction with HubSpot CRM to create, update, delete, and fetch summary records stored as Note engagements, with support for filtering by date and sharing via chat or email.

io.github.henilcalagiya/mcp-apple-notes

Provides full CRUD operations for Apple Notes and folders via MCP, enabling automation of notes with HTML content, folder management, and search through native AppleScript integration.

Korea Tourism API MCP Server

Permite a los asistentes de IA acceder a información turística de Corea del Sur a través de la API oficial de la Organización de Turismo de Corea, proporcionando una búsqueda exhaustiva de atracciones, eventos, comida y alojamientos con soporte multilingüe.

YouTrack MCP Server

A comprehensive Model Context Protocol server for YouTrack integration, providing extensive tools for issue tracking, project management, workflow automation, and team collaboration.

MCP-OpenStack-Ops

A comprehensive MCP server providing OpenStack project management and monitoring capabilities with built-in safety controls and single-project scope.

emms-mcp

Cognitive memory system for AI agents with 129 MCP tools. Persistent 6-tier hierarchical memory (working→short-term→long-term→semantic), Ebbinghaus forgetting curves, dream consolidation, hybrid retrieval (BM25+RRF), goal tracking, emotional recall, knowledge graphs, and a 26-job consciousness daemon. Works with Claude Code, Cursor, and any MCP client.

vocab-mcp

A vocabulary-bank MCP server that allows users to collect unfamiliar words, organize them into decks, review with spaced repetition, and enrich with definitions and pronunciation, all stored locally.

Crawl4AI RAG MCP Server

Provides AI agents and coding assistants with advanced web crawling and RAG capabilities, allowing them to scrape websites and leverage that knowledge through various retrieval strategies.

Sketchup Integration

Conecta SketchUp con Claude AI a través del Protocolo de Contexto del Modelo, permitiendo que Claude interactúe directamente y controle SketchUp para el modelado 3D asistido por indicaciones y la manipulación de escenas.

ATP Librarian MCP Server

Enforces the Agent Task Protocol (.atp.json) contract, enabling worker agents to claim, finish, and decompose tasks while maintaining a valid dependency graph.

FHIR MCP Server

A comprehensive MCP server that bridges AI applications with FHIR healthcare data systems, enabling patient data access, clinical data retrieval, and data quality assessment.

mcp-stm-montevideo

MCP server exposing Montevideo public transportation data (STM) as tools for AI assistants, enabling natural language queries about routes, stops, arrivals, and trip planning.

MCP Sigmund

Enables AI assistants to analyze personal financial data from Open Banking sources stored in PostgreSQL database. Provides educational financial analysis tools with intelligent formatting for learning about spending patterns, account balances, and transaction history.

Jokes MCP Server

A Model Context Protocol server that provides jokes on demand, allowing users to request jokes from different categories (Chuck Norris, Dad jokes, etc.) and integrate them into Microsoft Copilot Studio and Visual Studio Code.

Docker Manager MCP

Enables AI assistants to manage Docker containers, deploy stacks, and monitor services across multiple Docker hosts from one centralized location. Supports container lifecycle management, Docker Compose operations, and infrastructure orchestration through natural language commands.

Smart Connections MCP Server

Enables semantic search and knowledge graph exploration of Obsidian vaults using Smart Connections embeddings. Provides intelligent note discovery, similarity search, and connection mapping through natural language queries.

exchangerate

Provides real-time exchange rates for any currency pair using open.er-api.com, simplifying currency conversion with a single tool.